Dementia Variable Study

Dataset statistics

Number of variables	42
Number of observations	99
Missing cells	238
Missing cells (%)	5.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	33.3 KiB
Average record size in memory	344.0 B

Variable types

Numeric	34
Categorical	8

Alerts

`il_1b_pg_per_mg_TCx` has constant value ""	Constant
`age_at_first_tbi` is highly overall correlated with `Weight` and 2 other fields	High correlation
`braak` is highly overall correlated with `ihc_at8_TCx` and 2 other fields	High correlation
`a_syn_pg_per_mg_TCx` is highly overall correlated with `bdnf_pg_per_mg_TCx`	High correlation
`ab40_pg_per_mg_TCx` is highly overall correlated with `ab42_over_ab40_ratio_TCx` and 3 other fields	High correlation
`ab42_over_ab40_ratio_TCx` is highly overall correlated with `ab40_pg_per_mg_TCx` and 2 other fields	High correlation
`ab42_pg_per_mg_TCx` is highly overall correlated with `ab40_pg_per_mg_TCx` and 2 other fields	High correlation
`bdnf_pg_per_mg_TCx` is highly overall correlated with `a_syn_pg_per_mg_TCx`	High correlation
`ifn_g_pg_per_mg_TCx` is highly overall correlated with `mip_1a_pg_per_mg_TCx` and 1 other fields	High correlation
`ihc_a_beta_TCx` is highly overall correlated with `ab40_pg_per_mg_TCx` and 3 other fields	High correlation
`ihc_a_beta_ffpe_TCx` is highly overall correlated with `ihc_a_beta_TCx` and 1 other fields	High correlation
`ihc_at8_TCx` is highly overall correlated with `braak` and 3 other fields	High correlation
`ihc_at8_ffpe_TCx` is highly overall correlated with `braak` and 3 other fields	High correlation
`ihc_tau2_ffpe_TCx` is highly overall correlated with `ihc_at8_TCx` and 1 other fields	High correlation
`il_6_pg_per_mg_TCx` is highly overall correlated with `mcp_1_pg_per_mg_TCx`	High correlation
`il_7_pg_per_mg_TCx` is highly overall correlated with `vegf_pg_per_mg_TCx`	High correlation
`mcp_1_pg_per_mg_TCx` is highly overall correlated with `il_6_pg_per_mg_TCx`	High correlation
`mip_1a_pg_per_mg_TCx` is highly overall correlated with `ifn_g_pg_per_mg_TCx` and 1 other fields	High correlation
`ptau_ng_per_mg_TCx` is highly overall correlated with `ptau_over_tau_ratio_TCx`	High correlation
`ptau_over_tau_ratio_TCx` is highly overall correlated with `ab40_pg_per_mg_TCx` and 1 other fields	High correlation
`rantes_pg_per_mg_TCx` is highly overall correlated with `ifn_g_pg_per_mg_TCx` and 1 other fields	High correlation
`tau_ng_per_mg_TCx` is highly overall correlated with `ab42_over_ab40_ratio_TCx`	High correlation
`vegf_pg_per_mg_TCx` is highly overall correlated with `il_7_pg_per_mg_TCx`	High correlation
`Weight` is highly overall correlated with `age_at_first_tbi` and 1 other fields	High correlation
`cerad` is highly overall correlated with `nia_reagan`	High correlation
`num_tbi_w_loc` is highly overall correlated with `age_at_first_tbi` and 1 other fields	High correlation
`ever_tbi_w_loc` is highly overall correlated with `age_at_first_tbi` and 2 other fields	High correlation
`nia_reagan` is highly overall correlated with `braak` and 1 other fields	High correlation
`apo_e4_allele` has 6 (6.1%) missing values	Missing
`a_syn_pg_per_mg_TCx` has 8 (8.1%) missing values	Missing
`ab40_pg_per_mg_TCx` has 8 (8.1%) missing values	Missing
`ab42_over_ab40_ratio_TCx` has 8 (8.1%) missing values	Missing
`ab42_pg_per_mg_TCx` has 8 (8.1%) missing values	Missing
`bdnf_pg_per_mg_TCx` has 8 (8.1%) missing values	Missing
`ifn_g_pg_per_mg_TCx` has 8 (8.1%) missing values	Missing
`ihc_a_beta_TCx` has 8 (8.1%) missing values	Missing
`ihc_a_beta_ffpe_TCx` has 8 (8.1%) missing values	Missing
`ihc_a_syn_TCx` has 8 (8.1%) missing values	Missing
`ihc_at8_TCx` has 8 (8.1%) missing values	Missing
`ihc_at8_ffpe_TCx` has 8 (8.1%) missing values	Missing
`ihc_gfap_ffpe_TCx` has 8 (8.1%) missing values	Missing
`ihc_iba1_ffpe_TCx` has 8 (8.1%) missing values	Missing
`ihc_ptdp_43_ffpe_TCx` has 8 (8.1%) missing values	Missing
`ihc_tau2_ffpe_TCx` has 8 (8.1%) missing values	Missing
`il_10_pg_per_mg_TCx` has 8 (8.1%) missing values	Missing
`il_1b_pg_per_mg_TCx` has 8 (8.1%) missing values	Missing
`il_4_pg_per_mg_TCx` has 8 (8.1%) missing values	Missing
`il_6_pg_per_mg_TCx` has 8 (8.1%) missing values	Missing
`il_7_pg_per_mg_TCx` has 8 (8.1%) missing values	Missing
`isoprostane_pg_per_mg_TCx` has 8 (8.1%) missing values	Missing
`mcp_1_pg_per_mg_TCx` has 8 (8.1%) missing values	Missing
`mip_1a_pg_per_mg_TCx` has 8 (8.1%) missing values	Missing
`ptau_ng_per_mg_TCx` has 8 (8.1%) missing values	Missing
`ptau_over_tau_ratio_TCx` has 8 (8.1%) missing values	Missing
`rantes_pg_per_mg_TCx` has 8 (8.1%) missing values	Missing
`tau_ng_per_mg_TCx` has 8 (8.1%) missing values	Missing
`tnf_a_pg_per_mg_TCx` has 8 (8.1%) missing values	Missing
`vegf_pg_per_mg_TCx` has 8 (8.1%) missing values	Missing
`age_at_first_tbi` has 53 (53.5%) zeros	Zeros
`braak` has 4 (4.0%) zeros	Zeros
`a_syn_pg_per_mg_TCx` has 16 (16.2%) zeros	Zeros
`ab40_pg_per_mg_TCx` has 18 (18.2%) zeros	Zeros
`ab42_over_ab40_ratio_TCx` has 18 (18.2%) zeros	Zeros
`ab42_pg_per_mg_TCx` has 13 (13.1%) zeros	Zeros
`bdnf_pg_per_mg_TCx` has 16 (16.2%) zeros	Zeros
`ifn_g_pg_per_mg_TCx` has 21 (21.2%) zeros	Zeros
`ihc_a_beta_ffpe_TCx` has 6 (6.1%) zeros	Zeros
`ihc_at8_ffpe_TCx` has 3 (3.0%) zeros	Zeros
`ihc_gfap_ffpe_TCx` has 10 (10.1%) zeros	Zeros
`ihc_iba1_ffpe_TCx` has 2 (2.0%) zeros	Zeros
`ihc_ptdp_43_ffpe_TCx` has 2 (2.0%) zeros	Zeros
`ihc_tau2_ffpe_TCx` has 3 (3.0%) zeros	Zeros
`il_10_pg_per_mg_TCx` has 38 (38.4%) zeros	Zeros
`il_4_pg_per_mg_TCx` has 35 (35.4%) zeros	Zeros
`il_6_pg_per_mg_TCx` has 12 (12.1%) zeros	Zeros
`il_7_pg_per_mg_TCx` has 11 (11.1%) zeros	Zeros
`isoprostane_pg_per_mg_TCx` has 33 (33.3%) zeros	Zeros
`mcp_1_pg_per_mg_TCx` has 11 (11.1%) zeros	Zeros
`mip_1a_pg_per_mg_TCx` has 11 (11.1%) zeros	Zeros
`ptau_ng_per_mg_TCx` has 13 (13.1%) zeros	Zeros
`ptau_over_tau_ratio_TCx` has 19 (19.2%) zeros	Zeros
`rantes_pg_per_mg_TCx` has 11 (11.1%) zeros	Zeros
`tau_ng_per_mg_TCx` has 19 (19.2%) zeros	Zeros
`tnf_a_pg_per_mg_TCx` has 48 (48.5%) zeros	Zeros
`vegf_pg_per_mg_TCx` has 17 (17.2%) zeros	Zeros

Reproduction

Analysis started	2023-04-18 22:15:57.111534
Analysis finished	2023-04-18 22:22:31.614420
Duration	6 minutes and 34.5 seconds
Software version	ydata-profiling vv4.1.2
Download configuration	config.json

age
Real number (ℝ)

Distinct	14
Distinct (%)	14.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.5151515

Minimum	1
Maximum	14
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	8
median	11
Q3	12
95-th percentile	14
Maximum	14
Range	13
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	4.0111163
Coefficient of variation (CV)	0.42155044
Kurtosis	-0.20352485
Mean	9.5151515
Median Absolute Deviation (MAD)	2
Skewness	-1.0233391
Sum	942
Variance	16.089054
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
12	26	26.3%
13	15	15.2%
1	9	9.1%
10	8	8.1%
14	7	7.1%
11	7	7.1%
9	6	6.1%
8	6	6.1%
4	3	3.0%
3	3	3.0%
Other values (4)	9	9.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	9	9.1%
2	2	2.0%
3	3	3.0%
4	3	3.0%
5	1	1.0%
6	3	3.0%
7	3	3.0%
8	6	6.1%
9	6	6.1%
10	8	8.1%

Value	Count	Frequency (%)
14	7	7.1%
13	15	15.2%
12	26	26.3%
11	7	7.1%
10	8	8.1%
9	6	6.1%
8	6	6.1%
7	3	3.0%
6	3	3.0%
5	1	1.0%

sex
Categorical

Distinct	2
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

1	58
0	41

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	99
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	0
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
1	58	58.6%
0	41	41.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	58	58.6%
0	41	41.4%

Most occurring characters

Value	Count	Frequency (%)
1	58	58.6%
0	41	41.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	99	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	58	58.6%
0	41	41.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	99	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	58	58.6%
0	41	41.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	99	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	58	58.6%
0	41	41.4%

apo_e4_allele
Categorical

Distinct	2
Distinct (%)	2.2%
Missing	6
Missing (%)	6.1%
Memory size	1.5 KiB

0.0	74
1.0	19

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	279
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	1.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	74	74.7%
1.0	19	19.2%
(Missing)	6	6.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	74	79.6%
1.0	19	20.4%

Most occurring characters

Value	Count	Frequency (%)
0	167	59.9%
.	93	33.3%
1	19	6.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	186	66.7%
Other Punctuation	93	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	167	89.8%
1	19	10.2%

Other Punctuation

Value	Count	Frequency (%)
.	93	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	279	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	167	59.9%
.	93	33.3%
1	19	6.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	279	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	167	59.9%
.	93	33.3%
1	19	6.8%

education_years
Real number (ℝ)

Distinct	14
Distinct (%)	14.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.141414

Minimum	6
Maximum	21
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	6
5-th percentile	8.9
Q1	12
median	14
Q3	16
95-th percentile	21
Maximum	21
Range	15
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.18802
Coefficient of variation (CV)	0.22543856
Kurtosis	0.18982104
Mean	14.141414
Median Absolute Deviation (MAD)	2
Skewness	0.11930056
Sum	1400
Variance	10.163471
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
16	20	20.2%
12	20	20.2%
14	17	17.2%
15	7	7.1%
21	7	7.1%
17	5	5.1%
13	5	5.1%
8	4	4.0%
10	4	4.0%
18	3	3.0%
Other values (4)	7	7.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6	1	1.0%
8	4	4.0%
9	3	3.0%
10	4	4.0%
11	2	2.0%
12	20	20.2%
13	5	5.1%
14	17	17.2%
15	7	7.1%
16	20	20.2%

Value	Count	Frequency (%)
21	7	7.1%
19	1	1.0%
18	3	3.0%
17	5	5.1%
16	20	20.2%
15	7	7.1%
14	17	17.2%
13	5	5.1%
12	20	20.2%
11	2	2.0%

age_at_first_tbi
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	35
Distinct (%)	35.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.222222

Minimum	0
Maximum	89
Zeros	53
Zeros (%)	53.5%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	23
95-th percentile	88.1
Maximum	89
Range	89
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	30.676241
Coefficient of variation (CV)	1.516957
Kurtosis	0.27063317
Mean	20.222222
Median Absolute Deviation (MAD)	0
Skewness	1.3619215
Sum	2002
Variance	941.03175
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
0	53	53.5%
89	5	5.1%
12	2	2.0%
15	2	2.0%
47	2	2.0%
16	2	2.0%
22	2	2.0%
13	2	2.0%
23	2	2.0%
18	2	2.0%
Other values (25)	25	25.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	53	53.5%
3	1	1.0%
6	1	1.0%
7	1	1.0%
9	1	1.0%
10	1	1.0%
11	1	1.0%
12	2	2.0%
13	2	2.0%
15	2	2.0%

Value	Count	Frequency (%)
89	5	5.1%
88	1	1.0%
87	1	1.0%
86	1	1.0%
83	1	1.0%
81	1	1.0%
80	1	1.0%
79	1	1.0%
78	1	1.0%
75	1	1.0%

cerad
Categorical

Distinct	4
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

1	32
0	23
2	22
3	22

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	99
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	2
3rd row	0
4th row	3
5th row	2

Common Values

Value	Count	Frequency (%)
1	32	32.3%
0	23	23.2%
2	22	22.2%
3	22	22.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	32	32.3%
0	23	23.2%
2	22	22.2%
3	22	22.2%

Most occurring characters

Value	Count	Frequency (%)
1	32	32.3%
0	23	23.2%
2	22	22.2%
3	22	22.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	99	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	32	32.3%
0	23	23.2%
2	22	22.2%
3	22	22.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	99	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	32	32.3%
0	23	23.2%
2	22	22.2%
3	22	22.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	99	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	32	32.3%
0	23	23.2%
2	22	22.2%
3	22	22.2%

num_tbi_w_loc
Categorical

Distinct	4
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

0	53
1	36
2	8
3	2

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	99
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	53	53.5%
1	36	36.4%
2	8	8.1%
3	2	2.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	53	53.5%
1	36	36.4%
2	8	8.1%
3	2	2.0%

Most occurring characters

Value	Count	Frequency (%)
0	53	53.5%
1	36	36.4%
2	8	8.1%
3	2	2.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	99	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	53	53.5%
1	36	36.4%
2	8	8.1%
3	2	2.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	99	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	53	53.5%
1	36	36.4%
2	8	8.1%
3	2	2.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	99	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	53	53.5%
1	36	36.4%
2	8	8.1%
3	2	2.0%

control_set
Real number (ℝ)

Distinct	54
Distinct (%)	54.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.040404

Minimum	1
Maximum	55
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	14.5
median	28
Q3	41.5
95-th percentile	52.1
Maximum	55
Range	54
Interquartile range (IQR)	27

Descriptive statistics

Standard deviation	15.862881
Coefficient of variation (CV)	0.56571515
Kurtosis	-1.177708
Mean	28.040404
Median Absolute Deviation (MAD)	14
Skewness	0.013658449
Sum	2776
Variance	251.631
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
31	2	2.0%
35	2	2.0%
26	2	2.0%
48	2	2.0%
2	2	2.0%
9	2	2.0%
24	2	2.0%
3	2	2.0%
42	2	2.0%
51	2	2.0%
Other values (44)	79	79.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2	2.0%
2	2	2.0%
3	2	2.0%
4	1	1.0%
5	2	2.0%
7	2	2.0%
8	2	2.0%
9	2	2.0%
10	2	2.0%
11	2	2.0%

Value	Count	Frequency (%)
55	2	2.0%
54	2	2.0%
53	1	1.0%
52	2	2.0%
51	2	2.0%
50	2	2.0%
49	2	2.0%
48	2	2.0%
47	2	2.0%
46	1	1.0%

nincds_arda_diagnosis
Categorical

Distinct	2
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

0	56
1	43

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	99
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
0	56	56.6%
1	43	43.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	56	56.6%
1	43	43.4%

Most occurring characters

Value	Count	Frequency (%)
0	56	56.6%
1	43	43.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	99	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	56	56.6%
1	43	43.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	99	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	56	56.6%
1	43	43.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	99	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	56	56.6%
1	43	43.4%

ever_tbi_w_loc
Categorical

Distinct	2
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

0	53
1	46

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	99
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	53	53.5%
1	46	46.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	53	53.5%
1	46	46.5%

Most occurring characters

Value	Count	Frequency (%)
0	53	53.5%
1	46	46.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	99	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	53	53.5%
1	46	46.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	99	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	53	53.5%
1	46	46.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	99	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	53	53.5%
1	46	46.5%

braak
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	7
Distinct (%)	7.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.3333333

Minimum	0
Maximum	6
Zeros	4
Zeros (%)	4.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	5
95-th percentile	6
Maximum	6
Range	6
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.7437937
Coefficient of variation (CV)	0.5231381
Kurtosis	-0.95956286
Mean	3.3333333
Median Absolute Deviation (MAD)	1
Skewness	-0.0091655574
Sum	330
Variance	3.0408163
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
3	26	26.3%
6	15	15.2%
1	14	14.1%
5	14	14.1%
4	13	13.1%
2	13	13.1%
0	4	4.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4	4.0%
1	14	14.1%
2	13	13.1%
3	26	26.3%
4	13	13.1%
5	14	14.1%
6	15	15.2%

Value	Count	Frequency (%)
6	15	15.2%
5	14	14.1%
4	13	13.1%
3	26	26.3%
2	13	13.1%
1	14	14.1%
0	4	4.0%

nia_reagan
Categorical

Distinct	4
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

1	46
2	29
3	17
0	7

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	99
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	2
3rd row	0
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
1	46	46.5%
2	29	29.3%
3	17	17.2%
0	7	7.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	46	46.5%
2	29	29.3%
3	17	17.2%
0	7	7.1%

Most occurring characters

Value	Count	Frequency (%)
1	46	46.5%
2	29	29.3%
3	17	17.2%
0	7	7.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	99	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	46	46.5%
2	29	29.3%
3	17	17.2%
0	7	7.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	99	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	46	46.5%
2	29	29.3%
3	17	17.2%
0	7	7.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	99	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	46	46.5%
2	29	29.3%
3	17	17.2%
0	7	7.1%

a_syn_pg_per_mg_TCx
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	35
Distinct (%)	38.5%
Missing	8
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.10679751

Minimum	0
Maximum	0.57
Zeros	16
Zeros (%)	16.2%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.02942425
median	0.08
Q3	0.16
95-th percentile	0.345
Maximum	0.57
Range	0.57
Interquartile range (IQR)	0.13057575

Descriptive statistics

Standard deviation	0.10964017
Coefficient of variation (CV)	1.0266173
Kurtosis	3.9118671
Mean	0.10679751
Median Absolute Deviation (MAD)	0.06
Skewness	1.7804565
Sum	9.7185735
Variance	0.012020968
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
0	16	16.2%
0.08	8	8.1%
0.07	6	6.1%
0.09	5	5.1%
0.17	5	5.1%
0.1	4	4.0%
0.02	4	4.0%
0.04	4	4.0%
0.05	3	3.0%
0.12	3	3.0%
Other values (25)	33	33.3%
(Missing)	8	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16	16.2%
0.02	4	4.0%
0.0244175	1	1.0%
0.0282155	1	1.0%
0.0288485	1	1.0%
0.03	3	3.0%
0.04	4	4.0%
0.05	3	3.0%
0.06	2	2.0%
0.0655625	1	1.0%

Value	Count	Frequency (%)
0.57	1	1.0%
0.45	1	1.0%
0.41	1	1.0%
0.38	1	1.0%
0.35	1	1.0%
0.34	1	1.0%
0.27	1	1.0%
0.24	1	1.0%
0.23	2	2.0%
0.22	3	3.0%

ab40_pg_per_mg_TCx
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	70
Distinct (%)	76.9%
Missing	8
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	28.190976

Minimum	0
Maximum	651.53447
Zeros	18
Zeros (%)	18.2%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.26915625
median	0.60328125
Q3	2.1112
95-th percentile	131.64039
Maximum	651.53447
Range	651.53447
Interquartile range (IQR)	1.8420438

Descriptive statistics

Standard deviation	114.0118
Coefficient of variation (CV)	4.0442657
Kurtosis	23.072085
Mean	28.190976
Median Absolute Deviation (MAD)	0.60328125
Skewness	4.8302021
Sum	2565.3788
Variance	12998.69
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	18	18.2%
0.546	2	2.0%
0.49190625	2	2.0%
0.4640625	2	2.0%
0.5369	2	2.0%
0.1299375	1	1.0%
0.60328125	1	1.0%
6.75675	1	1.0%
0.95596875	1	1.0%
0.30628125	1	1.0%
Other values (60)	60	60.6%
(Missing)	8	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	18	18.2%
0.1299375	1	1.0%
0.15778125	1	1.0%
0.1911	1	1.0%
0.2184	1	1.0%
0.259875	1	1.0%
0.2784375	1	1.0%
0.297	1	1.0%
0.30628125	1	1.0%
0.3155625	1	1.0%

Value	Count	Frequency (%)
651.5344688	1	1.0%
632.3965313	1	1.0%
570.5648438	1	1.0%
213.17175	1	1.0%
161.252	1	1.0%
102.0287813	1	1.0%
95.931	1	1.0%
23.99203125	1	1.0%
11.921	1	1.0%
11.8573	1	1.0%

ab42_over_ab40_ratio_TCx
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	74
Distinct (%)	81.3%
Missing	8
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	145.17677

Minimum	0
Maximum	1000
Zeros	18
Zeros (%)	18.2%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.23615049
median	9.1184211
Q3	222.3155
95-th percentile	615.29891
Maximum	1000
Range	1000
Interquartile range (IQR)	222.07935

Descriptive statistics

Standard deviation	230.15179
Coefficient of variation (CV)	1.585321
Kurtosis	3.1189468
Mean	145.17677
Median Absolute Deviation (MAD)	9.1184211
Skewness	1.8566708
Sum	13211.086
Variance	52969.847
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	18	18.2%
27.6582294	1	1.0%
462.46526	1	1.0%
390.016493	1	1.0%
53.8301199	1	1.0%
0.76607143	1	1.0%
379.036579	1	1.0%
30.4415876	1	1.0%
0.69472503	1	1.0%
153.295462	1	1.0%
Other values (64)	64	64.6%
(Missing)	8	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	18	18.2%
0.0166734	1	1.0%
0.03904253	1	1.0%
0.04033887	1	1.0%
0.23571429	1	1.0%
0.2358871	1	1.0%
0.23641389	1	1.0%
0.27184892	1	1.0%
0.29886284	1	1.0%
0.36575122	1	1.0%

Value	Count	Frequency (%)
1000	1	1.0%
940.206772	1	1.0%
838.701828	1	1.0%
655.934927	1	1.0%
621.832418	1	1.0%
608.765393	1	1.0%
606.107816	1	1.0%
519.809506	1	1.0%
476.530844	1	1.0%
462.46526	1	1.0%

ab42_pg_per_mg_TCx
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	78
Distinct (%)	85.7%
Missing	8
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	215.49694

Minimum	0
Maximum	570.90735
Zeros	13
Zeros (%)	13.1%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.21501875
median	236.66691
Q3	432.26469
95-th percentile	478.38594
Maximum	570.90735
Range	570.90735
Interquartile range (IQR)	432.04967

Descriptive statistics

Standard deviation	209.75452
Coefficient of variation (CV)	0.97335263
Kurtosis	-1.7802549
Mean	215.49694
Median Absolute Deviation (MAD)	229.74185
Skewness	0.10814292
Sum	19610.222
Variance	43996.958
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	13	13.1%
0.1470125	2	2.0%
4.36395	1	1.0%
2.541825	1	1.0%
362.347125	1	1.0%
9.3236875	1	1.0%
343.49715	1	1.0%
0.1934375	1	1.0%
439.6370125	1	1.0%
236.6669125	1	1.0%
Other values (68)	68	68.7%
(Missing)	8	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	13	13.1%
0.0077375	1	1.0%
0.0232125	1	1.0%
0.078225	1	1.0%
0.1160625	1	1.0%
0.1287	1	1.0%
0.1470125	2	2.0%
0.160875	1	1.0%
0.1779625	1	1.0%
0.1934375	1	1.0%

Value	Count	Frequency (%)
570.90735	1	1.0%
564.5264625	1	1.0%
558.7269188	1	1.0%
480.2279625	1	1.0%
479.9142563	1	1.0%
476.8576313	1	1.0%
476.3187	1	1.0%
470.0526188	1	1.0%
465.797475	1	1.0%
462.4935875	1	1.0%

bdnf_pg_per_mg_TCx
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	35
Distinct (%)	38.5%
Missing	8
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.10679751

Minimum	0
Maximum	0.57
Zeros	16
Zeros (%)	16.2%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.02942425
median	0.08
Q3	0.16
95-th percentile	0.345
Maximum	0.57
Range	0.57
Interquartile range (IQR)	0.13057575

Descriptive statistics

Standard deviation	0.10964017
Coefficient of variation (CV)	1.0266173
Kurtosis	3.9118671
Mean	0.10679751
Median Absolute Deviation (MAD)	0.06
Skewness	1.7804565
Sum	9.7185735
Variance	0.012020968
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
0	16	16.2%
0.08	8	8.1%
0.07	6	6.1%
0.09	5	5.1%
0.17	5	5.1%
0.1	4	4.0%
0.02	4	4.0%
0.04	4	4.0%
0.05	3	3.0%
0.12	3	3.0%
Other values (25)	33	33.3%
(Missing)	8	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16	16.2%
0.02	4	4.0%
0.0244175	1	1.0%
0.0282155	1	1.0%
0.0288485	1	1.0%
0.03	3	3.0%
0.04	4	4.0%
0.05	3	3.0%
0.06	2	2.0%
0.0655625	1	1.0%

Value	Count	Frequency (%)
0.57	1	1.0%
0.45	1	1.0%
0.41	1	1.0%
0.38	1	1.0%
0.35	1	1.0%
0.34	1	1.0%
0.27	1	1.0%
0.24	1	1.0%
0.23	2	2.0%
0.22	3	3.0%

ifn_g_pg_per_mg_TCx
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	31
Distinct (%)	34.1%
Missing	8
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.4456044

Minimum	0
Maximum	4.86
Zeros	21
Zeros (%)	21.2%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.06
median	0.34
Q3	0.6
95-th percentile	1.4
Maximum	4.86
Range	4.86
Interquartile range (IQR)	0.54

Descriptive statistics

Standard deviation	0.63442399
Coefficient of variation (CV)	1.4237382
Kurtosis	26.05485
Mean	0.4456044
Median Absolute Deviation (MAD)	0.28
Skewness	4.2455785
Sum	40.55
Variance	0.4024938
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	21	21.2%
0.06	10	10.1%
0.46	8	8.1%
0.28	4	4.0%
0.6	4	4.0%
0.66	4	4.0%
0.44	3	3.0%
0.34	3	3.0%
0.26	3	3.0%
0.68	2	2.0%
Other values (21)	29	29.3%
(Missing)	8	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	21	21.2%
0.06	10	10.1%
0.08	2	2.0%
0.14	2	2.0%
0.18	1	1.0%
0.22	2	2.0%
0.26	3	3.0%
0.28	4	4.0%
0.34	3	3.0%
0.36	1	1.0%

Value	Count	Frequency (%)
4.86	1	1.0%
2.24	1	1.0%
1.66	1	1.0%
1.64	1	1.0%
1.4	2	2.0%
1.22	1	1.0%
1	1	1.0%
0.9	1	1.0%
0.88	1	1.0%
0.84	1	1.0%

ihc_a_beta_TCx
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	91
Distinct (%)	100.0%
Missing	8
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.024167038

Minimum	0.0006565487
Maximum	0.086581745
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0.0006565487
5-th percentile	0.0015755239
Q1	0.0040809939
median	0.013747339
Q3	0.042848537
95-th percentile	0.067449256
Maximum	0.086581745
Range	0.085925197
Interquartile range (IQR)	0.038767543

Descriptive statistics

Standard deviation	0.023061739
Coefficient of variation (CV)	0.95426419
Kurtosis	-0.54668124
Mean	0.024167038
Median Absolute Deviation (MAD)	0.01181163
Skewness	0.79147609
Sum	2.1992005
Variance	0.00053184383
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.001809862391	1	1.0%
0.01193953763	1	1.0%
0.04515097383	1	1.0%
0.004181954076	1	1.0%
0.05736230312	1	1.0%
0.002526473802	1	1.0%
0.06326487973	1	1.0%
0.004675922566	1	1.0%
0.01112998278	1	1.0%
0.05543589947	1	1.0%
Other values (81)	81	81.8%
(Missing)	8	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0006565486981	1	1.0%
0.0007922974111	1	1.0%
0.0008005262686	1	1.0%
0.0009413432538	1	1.0%
0.00155537423	1	1.0%
0.001595673577	1	1.0%
0.001745385079	1	1.0%
0.001809862391	1	1.0%
0.001832181452	1	1.0%
0.00193683503	1	1.0%

Value	Count	Frequency (%)
0.08658174524	1	1.0%
0.07643408999	1	1.0%
0.07191758221	1	1.0%
0.07110403054	1	1.0%
0.06746834844	1	1.0%
0.06743016432	1	1.0%
0.06373704126	1	1.0%
0.06326487973	1	1.0%
0.06181204821	1	1.0%
0.05736230312	1	1.0%

ihc_a_beta_ffpe_TCx
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	86
Distinct (%)	94.5%
Missing	8
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.014456524

Minimum	0
Maximum	0.069298919
Zeros	6
Zeros (%)	6.1%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0058924744
median	0.011487826
Q3	0.02011244
95-th percentile	0.03342407
Maximum	0.069298919
Range	0.069298919
Interquartile range (IQR)	0.014219965

Descriptive statistics

Standard deviation	0.011741463
Coefficient of variation (CV)	0.81219131
Kurtosis	4.2229277
Mean	0.014456524
Median Absolute Deviation (MAD)	0.0069366515
Skewness	1.5369324
Sum	1.3155436
Variance	0.00013786195
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6	6.1%
0.006379296229	1	1.0%
0.004104722228	1	1.0%
0.0269319863	1	1.0%
0.003968085582	1	1.0%
0.06929891887	1	1.0%
0.01699710444	1	1.0%
0.01685045225	1	1.0%
0.009243320505	1	1.0%
0.01621217919	1	1.0%
Other values (76)	76	76.8%
(Missing)	8	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6	6.1%
0.001762462052	1	1.0%
0.002017182497	1	1.0%
0.002185839989	1	1.0%
0.002486092768	1	1.0%
0.002555663666	1	1.0%
0.002603245677	1	1.0%
0.002927270702	1	1.0%
0.003140537576	1	1.0%
0.003292858765	1	1.0%

Value	Count	Frequency (%)
0.06929891887	1	1.0%
0.04291256092	1	1.0%
0.03991110999	1	1.0%
0.03741851253	1	1.0%
0.03342560943	1	1.0%
0.03342252999	1	1.0%
0.03242275141	1	1.0%
0.03092472402	1	1.0%
0.03048169468	1	1.0%
0.03033015503	1	1.0%

ihc_a_syn_TCx
Real number (ℝ)

Distinct	91
Distinct (%)	100.0%
Missing	8
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.00026378164

Minimum	2.0929639 × 10^-5
Maximum	0.010459045
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	2.0929639 × 10^-5
5-th percentile	3.4602103 × 10^-5
Q1	5.5936058 × 10^-5
median	7.1805833 × 10^-5
Q3	0.0001376787
95-th percentile	0.00069325851
Maximum	0.010459045
Range	0.010438115
Interquartile range (IQR)	8.1742644 × 10^-5

Descriptive statistics

Standard deviation	0.0011041379
Coefficient of variation (CV)	4.1858025
Kurtosis	83.262604
Mean	0.00026378164
Median Absolute Deviation (MAD)	2.3416226 × 10^-5
Skewness	8.9629859
Sum	0.02400413
Variance	1.2191204 × 10^-6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.617132726 × 10^-5	1	1.0%
7.165405072 × 10^-5	1	1.0%
4.835782766 × 10^-5	1	1.0%
9.316638642 × 10^-5	1	1.0%
0.0001400340642	1	1.0%
6.747259946 × 10^-5	1	1.0%
6.594677138 × 10^-5	1	1.0%
4.912170672 × 10^-5	1	1.0%
0.0006399024272	1	1.0%
5.907778222 × 10^-5	1	1.0%
Other values (81)	81	81.8%
(Missing)	8	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.092963915 × 10^-5	1	1.0%
3.006161939 × 10^-5	1	1.0%
3.051485418 × 10^-5	1	1.0%
3.108417732 × 10^-5	1	1.0%
3.447986802 × 10^-5	1	1.0%
3.472433739 × 10^-5	1	1.0%
4.029094878 × 10^-5	1	1.0%
4.080582663 × 10^-5	1	1.0%
4.109037721 × 10^-5	1	1.0%
4.306847798 × 10^-5	1	1.0%

Value	Count	Frequency (%)
0.01045904487	1	1.0%
0.001509603191	1	1.0%
0.001071612531	1	1.0%
0.000772111264	1	1.0%
0.0007466145957	1	1.0%
0.0006399024272	1	1.0%
0.0005581517937	1	1.0%
0.0004647307348	1	1.0%
0.0004149369535	1	1.0%
0.0003632179546	1	1.0%

ihc_at8_TCx
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	91
Distinct (%)	100.0%
Missing	8
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.010585783

Minimum	1.8568897 × 10^-5
Maximum	0.099307476
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	1.8568897 × 10^-5
5-th percentile	4.2486683 × 10^-5
Q1	9.1419091 × 10^-5
median	0.00021437419
Q3	0.0027273774
95-th percentile	0.079781831
Maximum	0.099307476
Range	0.099288908
Interquartile range (IQR)	0.0026359583

Descriptive statistics

Standard deviation	0.024876264
Coefficient of variation (CV)	2.3499692
Kurtosis	5.2793093
Mean	0.010585783
Median Absolute Deviation (MAD)	0.0001659251
Skewness	2.5502387
Sum	0.96330628
Variance	0.00061882853
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.06035625 × 10^-5	1	1.0%
0.0004978328405	1	1.0%
0.01377548838	1	1.0%
8.26365198 × 10^-5	1	1.0%
0.0003537978337	1	1.0%
0.002234061127	1	1.0%
0.001225844734	1	1.0%
0.0002618466513	1	1.0%
7.473590113 × 10^-5	1	1.0%
0.0007949051027	1	1.0%
Other values (81)	81	81.8%
(Missing)	8	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.856889747 × 10^-5	1	1.0%
3.392889645 × 10^-5	1	1.0%
3.643170724 × 10^-5	1	1.0%
4.124063661 × 10^-5	1	1.0%
4.133293738 × 10^-5	1	1.0%
4.364042849 × 10^-5	1	1.0%
4.844909085 × 10^-5	1	1.0%
5.393438538 × 10^-5	1	1.0%
5.401441923 × 10^-5	1	1.0%
5.417833576 × 10^-5	1	1.0%

Value	Count	Frequency (%)
0.09930747645	1	1.0%
0.09726983292	1	1.0%
0.09404563036	1	1.0%
0.0811536639	1	1.0%
0.08042342933	1	1.0%
0.07914023295	1	1.0%
0.07460113132	1	1.0%
0.06560899643	1	1.0%
0.05225233392	1	1.0%
0.05011345892	1	1.0%

ihc_at8_ffpe_TCx
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	89
Distinct (%)	97.8%
Missing	8
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.011208293

Minimum	0
Maximum	0.054696824
Zeros	3
Zeros (%)	3.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0.00048237199
Q1	0.0016403483
median	0.0044959376
Q3	0.015874009
95-th percentile	0.04115452
Maximum	0.054696824
Range	0.054696824
Interquartile range (IQR)	0.014233661

Descriptive statistics

Standard deviation	0.013428793
Coefficient of variation (CV)	1.1981123
Kurtosis	1.1897248
Mean	0.011208293
Median Absolute Deviation (MAD)	0.0033111087
Skewness	1.4499919
Sum	1.0199546
Variance	0.00018033249
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3	3.0%
0.00147069283	1	1.0%
0.001480537361	1	1.0%
0.02852583865	1	1.0%
0.001409025288	1	1.0%
0.002119705885	1	1.0%
0.02336801345	1	1.0%
0.00173164378	1	1.0%
0.002599928784	1	1.0%
0.003018022507	1	1.0%
Other values (79)	79	79.8%
(Missing)	8	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	3.0%
0.0004046775812	1	1.0%
0.0004647950862	1	1.0%
0.0004999488948	1	1.0%
0.0008697890308	1	1.0%
0.0009299113798	1	1.0%
0.001012115391	1	1.0%
0.001059717134	1	1.0%
0.001184828938	1	1.0%
0.001210021698	1	1.0%

Value	Count	Frequency (%)
0.0546968244	1	1.0%
0.04974242777	1	1.0%
0.04432753952	1	1.0%
0.04253616989	1	1.0%
0.0416226633	1	1.0%
0.04068637659	1	1.0%
0.03806438398	1	1.0%
0.03312606862	1	1.0%
0.03235371886	1	1.0%
0.03176351329	1	1.0%

ihc_gfap_ffpe_TCx
Real number (ℝ)

MISSING ZEROS

Distinct	82
Distinct (%)	90.1%
Missing	8
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.025544711

Minimum	0
Maximum	0.071070048
Zeros	10
Zeros (%)	10.1%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.018193337
median	0.024506553
Q3	0.033472627
95-th percentile	0.051349494
Maximum	0.071070048
Range	0.071070048
Interquartile range (IQR)	0.01527929

Descriptive statistics

Standard deviation	0.014449087
Coefficient of variation (CV)	0.56563911
Kurtosis	0.50540049
Mean	0.025544711
Median Absolute Deviation (MAD)	0.0074009863
Skewness	0.3132606
Sum	2.3245687
Variance	0.00020877613
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	10	10.1%
0.05080423274	1	1.0%
0.03382541092	1	1.0%
0.02319208978	1	1.0%
0.02326173456	1	1.0%
0.02486436768	1	1.0%
0.02450655342	1	1.0%
0.02587010567	1	1.0%
0.02453696141	1	1.0%
0.03042472294	1	1.0%
Other values (72)	72	72.7%
(Missing)	8	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10	10.1%
0.01032595362	1	1.0%
0.01089807402	1	1.0%
0.01123244227	1	1.0%
0.01184687873	1	1.0%
0.01243096985	1	1.0%
0.01341693539	1	1.0%
0.01423747012	1	1.0%
0.01515492972	1	1.0%
0.01568146708	1	1.0%

Value	Count	Frequency (%)
0.07107004798	1	1.0%
0.05707572926	1	1.0%
0.05569931039	1	1.0%
0.05295267418	1	1.0%
0.05189475598	1	1.0%
0.05080423274	1	1.0%
0.04739036314	1	1.0%
0.04524618632	1	1.0%
0.0441267216	1	1.0%
0.04341846412	1	1.0%

ihc_iba1_ffpe_TCx
Real number (ℝ)

MISSING ZEROS

Distinct	90
Distinct (%)	98.9%
Missing	8
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.053865073

Minimum	0
Maximum	0.10148772
Zeros	2
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0.020630261
Q1	0.043813088
median	0.055518052
Q3	0.064762447
95-th percentile	0.086785337
Maximum	0.10148772
Range	0.10148772
Interquartile range (IQR)	0.020949358

Descriptive statistics

Standard deviation	0.019501008
Coefficient of variation (CV)	0.36203438
Kurtosis	0.41963383
Mean	0.053865073
Median Absolute Deviation (MAD)	0.010163908
Skewness	-0.30819724
Sum	4.9017216
Variance	0.00038028931
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2	2.0%
0.04186949164	1	1.0%
0.02891084002	1	1.0%
0.05505620228	1	1.0%
0.07555325552	1	1.0%
0.02110407623	1	1.0%
0.07541270328	1	1.0%
0.05358944975	1	1.0%
0.06396026129	1	1.0%
0.05643888292	1	1.0%
Other values (80)	80	80.8%
(Missing)	8	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	2.0%
0.0147943553	1	1.0%
0.017625658	1	1.0%
0.02015644518	1	1.0%
0.02110407623	1	1.0%
0.02416406786	1	1.0%
0.0244487937	1	1.0%
0.02544795176	1	1.0%
0.02891084002	1	1.0%
0.02984386522	1	1.0%

Value	Count	Frequency (%)
0.1014877205	1	1.0%
0.09048092592	1	1.0%
0.09035612163	1	1.0%
0.08838410733	1	1.0%
0.08692517297	1	1.0%
0.08664550181	1	1.0%
0.08383940291	1	1.0%
0.07855913043	1	1.0%
0.07805190731	1	1.0%
0.07555325552	1	1.0%

ihc_ptdp_43_ffpe_TCx
Real number (ℝ)

MISSING ZEROS

Distinct	90
Distinct (%)	98.9%
Missing	8
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.0017481039

Minimum	0
Maximum	0.0048777386
Zeros	2
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0.00054702053
Q1	0.0011313002
median	0.0015855052
Q3	0.002317848
95-th percentile	0.0032840003
Maximum	0.0048777386
Range	0.0048777386
Interquartile range (IQR)	0.0011865478

Descriptive statistics

Standard deviation	0.00089082245
Coefficient of variation (CV)	0.50959353
Kurtosis	1.6058809
Mean	0.0017481039
Median Absolute Deviation (MAD)	0.00051615874
Skewness	0.92862219
Sum	0.15907746
Variance	7.9356464 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2	2.0%
0.0008893933021	1	1.0%
0.003102042677	1	1.0%
0.002101890413	1	1.0%
0.002167507028	1	1.0%
0.002254953359	1	1.0%
0.001955957055	1	1.0%
0.0005444817159	1	1.0%
0.002466222725	1	1.0%
0.001534288607	1	1.0%
Other values (80)	80	80.8%
(Missing)	8	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	2.0%
0.0004978514201	1	1.0%
0.0005024864798	1	1.0%
0.0005444817159	1	1.0%
0.0005495593497	1	1.0%
0.0006674875024	1	1.0%
0.0007894698464	1	1.0%
0.0007976715087	1	1.0%
0.0008284669844	1	1.0%
0.0008325991304	1	1.0%

Value	Count	Frequency (%)
0.004877738616	1	1.0%
0.004622468315	1	1.0%
0.003681319861	1	1.0%
0.003524993475	1	1.0%
0.003457923734	1	1.0%
0.00311007684	1	1.0%
0.003102042677	1	1.0%
0.003015108244	1	1.0%
0.002819343879	1	1.0%
0.002732694803	1	1.0%

ihc_tau2_ffpe_TCx
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	89
Distinct (%)	97.8%
Missing	8
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.004007367

Minimum	0
Maximum	0.03795666
Zeros	3
Zeros (%)	3.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0.00098590455
Q1	0.0015673931
median	0.0023722987
Q3	0.0040157985
95-th percentile	0.012062473
Maximum	0.03795666
Range	0.03795666
Interquartile range (IQR)	0.0024484054

Descriptive statistics

Standard deviation	0.0050308709
Coefficient of variation (CV)	1.2554056
Kurtosis	23.267993
Mean	0.004007367
Median Absolute Deviation (MAD)	0.0010685137
Skewness	4.1295845
Sum	0.3646704
Variance	2.5309662 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3	3.0%
0.001303784968	1	1.0%
0.002900990467	1	1.0%
0.004538780545	1	1.0%
0.001638135323	1	1.0%
0.002109652196	1	1.0%
0.002283106134	1	1.0%
0.004421612135	1	1.0%
0.003956515179	1	1.0%
0.002877255677	1	1.0%
Other values (79)	79	79.8%
(Missing)	8	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	3.0%
0.0006899851269	1	1.0%
0.0009651273437	1	1.0%
0.001006681755	1	1.0%
0.001141817709	1	1.0%
0.001156356888	1	1.0%
0.001194637148	1	1.0%
0.001195910915	1	1.0%
0.001219335748	1	1.0%
0.001253857966	1	1.0%

Value	Count	Frequency (%)
0.03795665957	1	1.0%
0.01947653996	1	1.0%
0.01347138092	1	1.0%
0.01309710728	1	1.0%
0.01254408484	1	1.0%
0.01158086125	1	1.0%
0.01157349594	1	1.0%
0.01146964493	1	1.0%
0.01021497225	1	1.0%
0.009785199389	1	1.0%

il_10_pg_per_mg_TCx
Real number (ℝ)

MISSING ZEROS

Distinct	22
Distinct (%)	24.2%
Missing	8
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.15274725

Minimum	0
Maximum	3.19
Zeros	38
Zeros (%)	38.4%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.06
Q3	0.21
95-th percentile	0.34
Maximum	3.19
Range	3.19
Interquartile range (IQR)	0.21

Descriptive statistics

Standard deviation	0.35238573
Coefficient of variation (CV)	2.3069857
Kurtosis	62.574098
Mean	0.15274725
Median Absolute Deviation (MAD)	0.06
Skewness	7.3191255
Sum	13.9
Variance	0.1241757
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
0	38	38.4%
0.32	8	8.1%
0.18	6	6.1%
0.12	5	5.1%
0.1	5	5.1%
0.28	4	4.0%
0.06	4	4.0%
0.3	3	3.0%
0.08	2	2.0%
0.04	2	2.0%
Other values (12)	14	14.1%
(Missing)	8	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	38	38.4%
0.02	1	1.0%
0.04	2	2.0%
0.05	1	1.0%
0.06	4	4.0%
0.08	2	2.0%
0.1	5	5.1%
0.12	5	5.1%
0.14	1	1.0%
0.16	2	2.0%

Value	Count	Frequency (%)
3.19	1	1.0%
0.74	1	1.0%
0.48	1	1.0%
0.38	1	1.0%
0.34	2	2.0%
0.32	8	8.1%
0.3	3	3.0%
0.28	4	4.0%
0.24	1	1.0%
0.22	1	1.0%

il_1b_pg_per_mg_TCx
Categorical

CONSTANT MISSING

Distinct	1
Distinct (%)	1.1%
Missing	8
Missing (%)	8.1%
Memory size	1.5 KiB

0.0	91

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	273
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	91	91.9%
(Missing)	8	8.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	91	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	182	66.7%
.	91	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	182	66.7%
Other Punctuation	91	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	182	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	91	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	273	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	182	66.7%
.	91	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	273	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	182	66.7%
.	91	33.3%

il_4_pg_per_mg_TCx
Real number (ℝ)

MISSING ZEROS

Distinct	31
Distinct (%)	34.1%
Missing	8
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.77626374

Minimum	0
Maximum	4.84
Zeros	35
Zeros (%)	35.4%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.36
Q3	1.28
95-th percentile	2.68
Maximum	4.84
Range	4.84
Interquartile range (IQR)	1.28

Descriptive statistics

Standard deviation	0.9861346
Coefficient of variation (CV)	1.2703603
Kurtosis	2.5019061
Mean	0.77626374
Median Absolute Deviation (MAD)	0.36
Skewness	1.5316481
Sum	70.64
Variance	0.97246144
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	35	35.4%
0.22	7	7.1%
1.96	5	5.1%
0.86	4	4.0%
2.68	3	3.0%
2.32	3	3.0%
1.6	2	2.0%
0.3	2	2.0%
0.48	2	2.0%
0.84	2	2.0%
Other values (21)	26	26.3%
(Missing)	8	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	35	35.4%
0.02	1	1.0%
0.22	7	7.1%
0.3	2	2.0%
0.36	1	1.0%
0.38	2	2.0%
0.46	1	1.0%
0.48	2	2.0%
0.54	1	1.0%
0.62	1	1.0%

Value	Count	Frequency (%)
4.84	1	1.0%
3.58	1	1.0%
2.86	1	1.0%
2.68	3	3.0%
2.5	1	1.0%
2.32	3	3.0%
1.96	5	5.1%
1.86	1	1.0%
1.78	1	1.0%
1.6	2	2.0%

il_6_pg_per_mg_TCx
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	67
Distinct (%)	73.6%
Missing	8
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	4.3871429

Minimum	0
Maximum	68.5
Zeros	12
Zeros (%)	12.1%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.68
median	1.3
Q3	2.87
95-th percentile	22.72
Maximum	68.5
Range	68.5
Interquartile range (IQR)	2.19

Descriptive statistics

Standard deviation	11.094563
Coefficient of variation (CV)	2.5288813
Kurtosis	22.51604
Mean	4.3871429
Median Absolute Deviation (MAD)	0.9
Skewness	4.5966909
Sum	399.23
Variance	123.08934
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12	12.1%
0.94	3	3.0%
0.32	3	3.0%
1.4	3	3.0%
0.8	3	3.0%
1.84	2	2.0%
0.78	2	2.0%
2.48	2	2.0%
0.86	2	2.0%
1.26	2	2.0%
Other values (57)	57	57.6%
(Missing)	8	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	12.1%
0.16	1	1.0%
0.2	1	1.0%
0.26	1	1.0%
0.32	3	3.0%
0.46	1	1.0%
0.52	1	1.0%
0.58	1	1.0%
0.6	1	1.0%
0.62	1	1.0%

Value	Count	Frequency (%)
68.5	1	1.0%
65.68	1	1.0%
32.62	1	1.0%
31.32	1	1.0%
30.78	1	1.0%
14.66	1	1.0%
10.02	1	1.0%
8.08	1	1.0%
6.76	1	1.0%
6.26	1	1.0%

il_7_pg_per_mg_TCx
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	78
Distinct (%)	85.7%
Missing	8
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	13.722527

Minimum	0
Maximum	32.58
Zeros	11
Zeros (%)	11.1%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	10.63
median	14.1
Q3	19.43
95-th percentile	24.36
Maximum	32.58
Range	32.58
Interquartile range (IQR)	8.8

Descriptive statistics

Standard deviation	7.5032532
Coefficient of variation (CV)	0.54678361
Kurtosis	-0.30580213
Mean	13.722527
Median Absolute Deviation (MAD)	4.52
Skewness	-0.30960623
Sum	1248.75
Variance	56.298808
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	11.1%
12.52	2	2.0%
9.5	2	2.0%
10.9	2	2.0%
24.72	1	1.0%
12.22	1	1.0%
15.22	1	1.0%
4.64	1	1.0%
21.26	1	1.0%
11	1	1.0%
Other values (68)	68	68.7%
(Missing)	8	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	11.1%
1.12	1	1.0%
3.28	1	1.0%
3.8	1	1.0%
4.64	1	1.0%
5.28	1	1.0%
6.78	1	1.0%
7.26	1	1.0%
8.56	1	1.0%
9.5	2	2.0%

Value	Count	Frequency (%)
32.58	1	1.0%
27.44	1	1.0%
25.52	1	1.0%
24.74	1	1.0%
24.72	1	1.0%
24	1	1.0%
23.9	1	1.0%
23.72	1	1.0%
22.76	1	1.0%
22.66	1	1.0%

isoprostane_pg_per_mg_TCx
Real number (ℝ)

MISSING ZEROS

Distinct	59
Distinct (%)	64.8%
Missing	8
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.8161452

Minimum	0
Maximum	5.7132078
Zeros	33
Zeros (%)	33.3%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2.260704
Q3	2.8297955
95-th percentile	4.0317974
Maximum	5.7132078
Range	5.7132078
Interquartile range (IQR)	2.8297955

Descriptive statistics

Standard deviation	1.5767501
Coefficient of variation (CV)	0.86818501
Kurtosis	-0.8367003
Mean	1.8161452
Median Absolute Deviation (MAD)	1.2331734
Skewness	0.23519885
Sum	165.26922
Variance	2.4861408
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	33	33.3%
3.266112911	1	1.0%
1.887212232	1	1.0%
3.240985717	1	1.0%
2.255312612	1	1.0%
2.493350563	1	1.0%
2.816606287	1	1.0%
2.84298467	1	1.0%
2.236492153	1	1.0%
4.026797835	1	1.0%
Other values (49)	49	49.5%
(Missing)	8	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	33	33.3%
0.850835097	1	1.0%
1.34692104	1	1.0%
1.608758874	1	1.0%
1.663094499	1	1.0%
1.708000271	1	1.0%
1.756607449	1	1.0%
1.887212232	1	1.0%
1.970070225	1	1.0%
2.003882099	1	1.0%

Value	Count	Frequency (%)
5.713207821	1	1.0%
5.40099433	1	1.0%
5.288949116	1	1.0%
4.945018716	1	1.0%
4.036796906	1	1.0%
4.026797835	1	1.0%
3.974078198	1	1.0%
3.969055777	1	1.0%
3.837769166	1	1.0%
3.693687714	1	1.0%

mcp_1_pg_per_mg_TCx
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	68
Distinct (%)	74.7%
Missing	8
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	29.903736

Minimum	0
Maximum	261.18
Zeros	11
Zeros (%)	11.1%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	12.6
median	19.36
Q3	27.32
95-th percentile	111.7
Maximum	261.18
Range	261.18
Interquartile range (IQR)	14.72

Descriptive statistics

Standard deviation	41.531306
Coefficient of variation (CV)	1.3888333
Kurtosis	14.398855
Mean	29.903736
Median Absolute Deviation (MAD)	7.6
Skewness	3.5683133
Sum	2721.24
Variance	1724.8494
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	11.1%
24.28	3	3.0%
15.96	3	3.0%
13.22	2	2.0%
27.68	2	2.0%
10.14	2	2.0%
20.18	2	2.0%
19.34	2	2.0%
25.62	2	2.0%
30.94	2	2.0%
Other values (58)	60	60.6%
(Missing)	8	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	11.1%
5.98	1	1.0%
6	1	1.0%
6.1	1	1.0%
8.6	1	1.0%
8.66	1	1.0%
8.92	1	1.0%
10.04	1	1.0%
10.14	2	2.0%
10.44	1	1.0%

Value	Count	Frequency (%)
261.18	1	1.0%
199.42	1	1.0%
167.96	1	1.0%
146.46	1	1.0%
134.7	1	1.0%
88.7	1	1.0%
66.02	1	1.0%
61.8	1	1.0%
59.38	1	1.0%
55.26	1	1.0%

mip_1a_pg_per_mg_TCx
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	73
Distinct (%)	80.2%
Missing	8
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	14.234835

Minimum	0
Maximum	441.26
Zeros	11
Zeros (%)	11.1%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5.87
median	8.88
Q3	13.38
95-th percentile	19.54
Maximum	441.26
Range	441.26
Interquartile range (IQR)	7.51

Descriptive statistics

Standard deviation	45.648467
Coefficient of variation (CV)	3.2068139
Kurtosis	87.853556
Mean	14.234835
Median Absolute Deviation (MAD)	3.68
Skewness	9.2947443
Sum	1295.37
Variance	2083.7825
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	11.1%
15.38	2	2.0%
13.38	2	2.0%
14.78	2	2.0%
6.44	2	2.0%
2.92	2	2.0%
11.48	2	2.0%
12.56	2	2.0%
8.16	2	2.0%
9.56	1	1.0%
Other values (63)	63	63.6%
(Missing)	8	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	11.1%
2.58	1	1.0%
2.92	2	2.0%
3.98	1	1.0%
4.04	1	1.0%
4.64	1	1.0%
4.7	1	1.0%
5.12	1	1.0%
5.32	1	1.0%
5.5	1	1.0%

Value	Count	Frequency (%)
441.26	1	1.0%
30.56	1	1.0%
22.82	1	1.0%
22.06	1	1.0%
19.92	1	1.0%
19.16	1	1.0%
18.88	1	1.0%
18.7	1	1.0%
18.02	1	1.0%
17.06	1	1.0%

ptau_ng_per_mg_TCx
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	79
Distinct (%)	86.8%
Missing	8
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.071111

Minimum	0
Maximum	4.0974866
Zeros	13
Zeros (%)	13.1%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.4520423
median	0.87214714
Q3	1.4323041
95-th percentile	3.1020516
Maximum	4.0974866
Range	4.0974866
Interquartile range (IQR)	0.9802618

Descriptive statistics

Standard deviation	0.96708931
Coefficient of variation (CV)	0.90288428
Kurtosis	2.0470849
Mean	1.071111
Median Absolute Deviation (MAD)	0.48449582
Skewness	1.4527543
Sum	97.471104
Variance	0.93526174
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	13	13.1%
0.121403025	1	1.0%
0.903977325	1	1.0%
0.387651319	1	1.0%
0.8937558	1	1.0%
1.1146842	1	1.0%
1.615867875	1	1.0%
0.42643485	1	1.0%
0.568370588	1	1.0%
0.245539181	1	1.0%
Other values (69)	69	69.7%
(Missing)	8	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	13	13.1%
0.121403025	1	1.0%
0.209255231	1	1.0%
0.245047613	1	1.0%
0.245539181	1	1.0%
0.253471219	1	1.0%
0.316239525	1	1.0%
0.362415825	1	1.0%
0.387651319	1	1.0%
0.394604663	1	1.0%

Value	Count	Frequency (%)
4.097486588	1	1.0%
4.075808119	1	1.0%
3.950237194	1	1.0%
3.74609925	1	1.0%
3.474597375	1	1.0%
2.729505825	1	1.0%
2.674901363	1	1.0%
2.669538263	1	1.0%
2.668026431	1	1.0%
2.637256219	1	1.0%

ptau_over_tau_ratio_TCx
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	73
Distinct (%)	80.2%
Missing	8
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.63891193

Minimum	0
Maximum	3.7118719
Zeros	19
Zeros (%)	19.2%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.17988057
median	0.47246262
Q3	0.8567232
95-th percentile	2.1115156
Maximum	3.7118719
Range	3.7118719
Interquartile range (IQR)	0.67684263

Descriptive statistics

Standard deviation	0.69286476
Coefficient of variation (CV)	1.0844449
Kurtosis	5.8381106
Mean	0.63891193
Median Absolute Deviation (MAD)	0.35959734
Skewness	2.1443564
Sum	58.140985
Variance	0.48006158
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	19	19.2%
0.07275349	1	1.0%
0.50679646	1	1.0%
0.46359486	1	1.0%
0.27572569	1	1.0%
0.66012634	1	1.0%
0.66403816	1	1.0%
0.25216596	1	1.0%
0.3267348	1	1.0%
0.57891233	1	1.0%
Other values (63)	63	63.6%
(Missing)	8	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	19	19.2%
0.07275349	1	1.0%
0.15352634	1	1.0%
0.15377548	1	1.0%
0.15644202	1	1.0%
0.20331912	1	1.0%
0.21751528	1	1.0%
0.24379241	1	1.0%
0.25216596	1	1.0%
0.27572569	1	1.0%

Value	Count	Frequency (%)
3.71187191	1	1.0%
3.30577434	1	1.0%
2.35230863	1	1.0%
2.19415846	1	1.0%
2.18339128	1	1.0%
2.03963982	1	1.0%
1.99889809	1	1.0%
1.7489772	1	1.0%
1.43183675	1	1.0%
1.4149456	1	1.0%

rantes_pg_per_mg_TCx
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	81
Distinct (%)	89.0%
Missing	8
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	46.538132

Minimum	0
Maximum	337.66
Zeros	11
Zeros (%)	11.1%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	15.61
median	32.66
Q3	64.71
95-th percentile	132.03
Maximum	337.66
Range	337.66
Interquartile range (IQR)	49.1

Descriptive statistics

Standard deviation	49.471754
Coefficient of variation (CV)	1.063037
Kurtosis	13.059069
Mean	46.538132
Median Absolute Deviation (MAD)	20.12
Skewness	2.8759859
Sum	4234.97
Variance	2447.4545
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	11.1%
81.88	1	1.0%
134.3	1	1.0%
36.4	1	1.0%
35.92	1	1.0%
47.92	1	1.0%
41.08	1	1.0%
86.84	1	1.0%
24.62	1	1.0%
30.6	1	1.0%
Other values (71)	71	71.7%
(Missing)	8	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	11.1%
4.66	1	1.0%
9.74	1	1.0%
10.04	1	1.0%
10.84	1	1.0%
12.54	1	1.0%
12.96	1	1.0%
13.47	1	1.0%
13.7	1	1.0%
14.48	1	1.0%

Value	Count	Frequency (%)
337.66	1	1.0%
194.46	1	1.0%
153.78	1	1.0%
151.72	1	1.0%
134.3	1	1.0%
129.76	1	1.0%
114.46	1	1.0%
98	1	1.0%
89.46	1	1.0%
88.54	1	1.0%

tau_ng_per_mg_TCx
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	73
Distinct (%)	80.2%
Missing	8
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.2274244

Minimum	0
Maximum	1.8208621
Zeros	19
Zeros (%)	19.2%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1.2307291
median	1.5029829
Q3	1.669557
95-th percentile	1.7632593
Maximum	1.8208621
Range	1.8208621
Interquartile range (IQR)	0.43882792

Descriptive statistics

Standard deviation	0.65277434
Coefficient of variation (CV)	0.53182449
Kurtosis	-0.15306021
Mean	1.2274244
Median Absolute Deviation (MAD)	0.17121272
Skewness	-1.2625497
Sum	111.69562
Variance	0.42611434
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	19	19.2%
1.66869015	1	1.0%
1.820862075	1	1.0%
1.6638806	1	1.0%
1.405931063	1	1.0%
1.353916288	1	1.0%
1.6786448	1	1.0%
1.691088113	1	1.0%
1.739547125	1	1.0%
1.561509888	1	1.0%
Other values (63)	63	63.6%
(Missing)	8	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	19	19.2%
0.9947055	1	1.0%
1.064217	1	1.0%
1.201944281	1	1.0%
1.221964406	1	1.0%
1.239493738	1	1.0%
1.25710125	1	1.0%
1.331770219	1	1.0%
1.335504938	1	1.0%
1.338229325	1	1.0%

Value	Count	Frequency (%)
1.820862075	1	1.0%
1.819324138	1	1.0%
1.785405625	1	1.0%
1.782497525	1	1.0%
1.77584245	1	1.0%
1.7506762	1	1.0%
1.749809363	1	1.0%
1.739547125	1	1.0%
1.736331438	1	1.0%
1.733031863	1	1.0%

tnf_a_pg_per_mg_TCx
Real number (ℝ)

MISSING ZEROS

Distinct	24
Distinct (%)	26.4%
Missing	8
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.82758242

Minimum	0
Maximum	7.02
Zeros	48
Zeros (%)	48.5%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1.14
95-th percentile	3.69
Maximum	7.02
Range	7.02
Interquartile range (IQR)	1.14

Descriptive statistics

Standard deviation	1.3988681
Coefficient of variation (CV)	1.6903067
Kurtosis	4.9827535
Mean	0.82758242
Median Absolute Deviation (MAD)	0
Skewness	2.1563572
Sum	75.31
Variance	1.9568319
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	48	48.5%
0.26	6	6.1%
1.14	5	5.1%
2	4	4.0%
0.8	3	3.0%
0.04	3	3.0%
0.5	2	2.0%
1.98	2	2.0%
1.56	2	2.0%
2.86	2	2.0%
Other values (14)	14	14.1%
(Missing)	8	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	48	48.5%
0.02	1	1.0%
0.04	3	3.0%
0.26	6	6.1%
0.5	2	2.0%
0.67	1	1.0%
0.8	3	3.0%
1.14	5	5.1%
1.56	2	2.0%
1.58	1	1.0%

Value	Count	Frequency (%)
7.02	1	1.0%
5.36	1	1.0%
4.84	1	1.0%
4.54	1	1.0%
3.7	1	1.0%
3.68	1	1.0%
3.28	1	1.0%
2.86	2	2.0%
2.7	1	1.0%
2.42	1	1.0%

vegf_pg_per_mg_TCx
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	62
Distinct (%)	68.1%
Missing	8
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.1089011

Minimum	0
Maximum	8.42
Zeros	17
Zeros (%)	17.2%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.79
median	1.84
Q3	2.94
95-th percentile	5.55
Maximum	8.42
Range	8.42
Interquartile range (IQR)	2.15

Descriptive statistics

Standard deviation	1.8315849
Coefficient of variation (CV)	0.86850203
Kurtosis	1.3529557
Mean	2.1089011
Median Absolute Deviation (MAD)	1.12
Skewness	1.0934658
Sum	191.91
Variance	3.3547032
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	17	17.2%
2.08	3	3.0%
1.64	2	2.0%
3.84	2	2.0%
3.52	2	2.0%
1.54	2	2.0%
2.48	2	2.0%
0.92	2	2.0%
1.7	2	2.0%
2.54	2	2.0%
Other values (52)	55	55.6%
(Missing)	8	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	17	17.2%
0.26	1	1.0%
0.3	1	1.0%
0.36	1	1.0%
0.4	1	1.0%
0.54	1	1.0%
0.72	1	1.0%
0.86	1	1.0%
0.9	1	1.0%
0.92	2	2.0%

Value	Count	Frequency (%)
8.42	1	1.0%
7.86	1	1.0%
6.32	1	1.0%
5.7	1	1.0%
5.56	1	1.0%
5.54	1	1.0%
5.5	1	1.0%
5.04	1	1.0%
4.74	1	1.0%
4.5	1	1.0%

Weight
Real number (ℝ)

Distinct	69
Distinct (%)	69.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.544545

Minimum	3.87
Maximum	232.77
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	3.87
5-th percentile	4.641
Q1	11.45
median	24.08
Q3	59.01
95-th percentile	112.977
Maximum	232.77
Range	228.9
Interquartile range (IQR)	47.56

Descriptive statistics

Standard deviation	39.574903
Coefficient of variation (CV)	1.0267316
Kurtosis	6.21513
Mean	38.544545
Median Absolute Deviation (MAD)	14.92
Skewness	2.1352992
Sum	3815.91
Variance	1566.173
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.84	5	5.1%
24.39	4	4.0%
10.31	4	4.0%
69.65	4	4.0%
82.9	3	3.0%
47.75	2	2.0%
18.17	2	2.0%
24.08	2	2.0%
81.22	2	2.0%
4.42	2	2.0%
Other values (59)	69	69.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.87	1	1.0%
4.07	1	1.0%
4.42	2	2.0%
4.47	1	1.0%
4.66	1	1.0%
5.66	1	1.0%
6.73	1	1.0%
7.84	5	5.1%
7.94	1	1.0%
8.81	2	2.0%

Value	Count	Frequency (%)
232.77	1	1.0%
179.7	1	1.0%
133.43	1	1.0%
121.14	1	1.0%
116.91	1	1.0%
112.54	1	1.0%
98.17	1	1.0%
94.49	1	1.0%
84.16	1	1.0%
82.9	3	3.0%

Auto

Heatmap
Table

	age	education_years	age_at_first_tbi	control_set	braak	a_syn_pg_per_mg_TCx	ab40_pg_per_mg_TCx	ab42_over_ab40_ratio_TCx	ab42_pg_per_mg_TCx	bdnf_pg_per_mg_TCx	ifn_g_pg_per_mg_TCx	ihc_a_beta_TCx	ihc_a_beta_ffpe_TCx	ihc_a_syn_TCx	ihc_at8_TCx	ihc_at8_ffpe_TCx	ihc_gfap_ffpe_TCx	ihc_iba1_ffpe_TCx	ihc_ptdp_43_ffpe_TCx	ihc_tau2_ffpe_TCx	il_10_pg_per_mg_TCx	il_4_pg_per_mg_TCx	il_6_pg_per_mg_TCx	il_7_pg_per_mg_TCx	isoprostane_pg_per_mg_TCx	mcp_1_pg_per_mg_TCx	mip_1a_pg_per_mg_TCx	ptau_ng_per_mg_TCx	ptau_over_tau_ratio_TCx	rantes_pg_per_mg_TCx	tau_ng_per_mg_TCx	tnf_a_pg_per_mg_TCx	vegf_pg_per_mg_TCx	Weight	sex	apo_e4_allele	cerad	num_tbi_w_loc	nincds_arda_diagnosis	ever_tbi_w_loc	nia_reagan
age	1.000	-0.136	0.096	-0.291	0.321	-0.142	-0.063	-0.053	0.117	-0.142	-0.118	0.175	0.210	0.092	0.221	0.208	0.142	-0.037	0.045	0.265	-0.122	-0.100	-0.070	0.152	-0.060	-0.118	-0.084	-0.032	-0.086	-0.117	-0.291	0.037	0.077	-0.274	0.278	0.315	0.236	0.000	0.000	0.000	0.149
education_years	-0.136	1.000	-0.003	0.016	-0.203	0.092	0.044	-0.069	-0.083	0.092	0.069	-0.119	-0.225	-0.101	-0.172	-0.131	-0.185	-0.067	-0.035	-0.173	0.271	0.028	0.081	0.025	0.001	0.185	0.131	0.169	0.241	0.116	0.068	0.037	0.059	0.078	0.222	0.000	0.299	0.000	0.171	0.000	0.262
age_at_first_tbi	0.096	-0.003	1.000	0.034	0.065	-0.162	-0.122	-0.132	-0.124	-0.162	-0.128	-0.010	-0.101	-0.003	-0.069	-0.142	-0.075	-0.065	-0.070	-0.081	0.069	0.000	-0.062	-0.028	0.033	0.039	-0.141	-0.028	-0.026	-0.109	-0.071	0.083	0.002	-0.694	0.336	0.000	0.197	0.534	0.000	0.901	0.231
control_set	-0.291	0.016	0.034	1.000	-0.100	-0.194	-0.110	-0.154	-0.095	-0.194	-0.035	-0.024	-0.004	0.161	-0.089	-0.126	-0.005	0.237	-0.298	-0.220	0.096	-0.089	-0.049	-0.165	0.071	-0.076	-0.142	-0.064	0.017	-0.219	0.018	-0.150	-0.214	0.136	0.390	0.196	0.000	0.000	0.000	0.000	0.111
braak	0.321	-0.203	0.065	-0.100	1.000	0.187	0.301	0.224	0.419	0.187	-0.095	0.470	0.399	0.022	0.570	0.557	0.204	0.217	-0.026	0.370	-0.125	0.016	0.035	0.131	-0.004	0.107	-0.015	0.302	0.152	0.047	-0.223	0.110	0.015	-0.146	0.290	0.259	0.363	0.000	0.321	0.000	0.618
a_syn_pg_per_mg_TCx	-0.142	0.092	-0.162	-0.194	0.187	1.000	0.422	0.409	0.416	1.000	0.229	0.090	-0.023	-0.179	0.136	0.129	-0.014	-0.068	0.178	0.144	0.207	0.234	0.215	0.130	0.164	0.269	0.348	0.279	0.293	0.416	0.221	0.221	0.208	0.136	0.000	0.268	0.000	0.000	0.000	0.000	0.000
ab40_pg_per_mg_TCx	-0.063	0.044	-0.122	-0.110	0.301	0.422	1.000	0.512	0.708	0.422	0.231	0.539	0.354	-0.109	0.396	0.365	0.124	-0.039	0.034	0.162	0.064	0.005	0.275	0.077	0.099	0.271	0.360	0.487	0.618	0.390	0.304	0.230	0.115	0.064	0.000	0.313	0.000	0.000	0.145	0.000	0.000
ab42_over_ab40_ratio_TCx	-0.053	-0.069	-0.132	-0.154	0.224	0.409	0.512	1.000	0.719	0.409	0.214	0.305	0.220	-0.036	0.099	0.141	0.037	0.009	0.191	0.101	0.099	0.162	0.287	0.207	0.236	0.240	0.267	0.294	0.430	0.238	0.513	0.198	0.307	0.170	0.000	0.152	0.134	0.000	0.059	0.000	0.000
ab42_pg_per_mg_TCx	0.117	-0.083	-0.124	-0.095	0.419	0.416	0.708	0.719	1.000	0.416	0.150	0.579	0.454	-0.112	0.408	0.359	0.068	0.003	-0.023	0.255	0.094	0.015	0.368	0.267	0.152	0.348	0.259	0.438	0.399	0.238	0.227	0.213	0.171	0.013	0.089	0.000	0.367	0.000	0.243	0.246	0.341
bdnf_pg_per_mg_TCx	-0.142	0.092	-0.162	-0.194	0.187	1.000	0.422	0.409	0.416	1.000	0.229	0.090	-0.023	-0.179	0.136	0.129	-0.014	-0.068	0.178	0.144	0.207	0.234	0.215	0.130	0.164	0.269	0.348	0.279	0.293	0.416	0.221	0.221	0.208	0.136	0.000	0.268	0.000	0.000	0.000	0.000	0.000
ifn_g_pg_per_mg_TCx	-0.118	0.069	-0.128	-0.035	-0.095	0.229	0.231	0.214	0.150	0.229	1.000	0.019	-0.107	-0.068	-0.075	0.014	-0.103	0.144	0.044	-0.000	0.368	0.331	0.328	0.325	0.251	0.388	0.701	0.256	0.252	0.639	0.356	0.191	0.325	0.131	0.000	0.155	0.049	0.000	0.164	0.148	0.091
ihc_a_beta_TCx	0.175	-0.119	-0.010	-0.024	0.470	0.090	0.539	0.305	0.579	0.090	0.019	1.000	0.620	-0.098	0.600	0.494	0.262	0.014	-0.116	0.409	-0.015	-0.052	0.155	-0.018	-0.082	0.127	0.045	0.408	0.307	0.040	-0.094	0.081	-0.077	-0.048	0.000	0.223	0.435	0.000	0.235	0.226	0.360
ihc_a_beta_ffpe_TCx	0.210	-0.225	-0.101	-0.004	0.399	-0.023	0.354	0.220	0.454	-0.023	-0.107	0.620	1.000	0.086	0.468	0.595	0.350	0.127	0.008	0.415	-0.186	-0.122	0.157	0.081	-0.149	0.161	-0.038	0.242	0.155	-0.036	-0.134	0.107	-0.046	-0.071	0.100	0.243	0.360	0.000	0.195	0.078	0.318
ihc_a_syn_TCx	0.092	-0.101	-0.003	0.161	0.022	-0.179	-0.109	-0.036	-0.112	-0.179	-0.068	-0.098	0.086	1.000	-0.052	-0.224	-0.042	0.102	0.071	-0.179	-0.132	-0.211	-0.060	-0.207	-0.292	-0.109	-0.195	-0.282	-0.199	-0.206	-0.149	0.008	-0.187	0.121	0.000	0.000	0.148	0.000	0.000	0.000	0.162
ihc_at8_TCx	0.221	-0.172	-0.069	-0.089	0.570	0.136	0.396	0.099	0.408	0.136	-0.075	0.600	0.468	-0.052	1.000	0.623	0.363	0.117	0.039	0.569	-0.161	-0.187	0.041	-0.014	-0.108	0.103	-0.002	0.286	0.180	0.105	-0.285	0.143	-0.153	-0.099	0.159	0.374	0.292	0.000	0.305	0.289	0.294
ihc_at8_ffpe_TCx	0.208	-0.131	-0.142	-0.126	0.557	0.129	0.365	0.141	0.359	0.129	0.014	0.494	0.595	-0.224	0.623	1.000	0.469	0.202	0.171	0.591	-0.039	0.011	0.066	0.107	0.087	0.098	0.168	0.319	0.248	0.182	-0.136	0.014	0.072	-0.115	0.175	0.473	0.263	0.129	0.405	0.168	0.316
ihc_gfap_ffpe_TCx	0.142	-0.185	-0.075	-0.005	0.204	-0.014	0.124	0.037	0.068	-0.014	-0.103	0.262	0.350	-0.042	0.363	0.469	1.000	0.242	0.147	0.375	-0.069	-0.084	0.035	0.044	-0.041	0.041	-0.133	0.095	0.060	-0.120	-0.134	-0.035	0.029	-0.037	0.000	0.219	0.000	0.000	0.179	0.140	0.247
ihc_iba1_ffpe_TCx	-0.037	-0.067	-0.065	0.237	0.217	-0.068	-0.039	0.009	0.003	-0.068	0.144	0.014	0.127	0.102	0.117	0.202	0.242	1.000	-0.176	-0.056	0.114	0.106	0.309	0.224	0.212	0.214	0.076	0.003	-0.001	0.013	0.006	-0.032	0.086	0.018	0.249	0.000	0.000	0.186	0.000	0.378	0.121
ihc_ptdp_43_ffpe_TCx	0.045	-0.035	-0.070	-0.298	-0.026	0.178	0.034	0.191	-0.023	0.178	0.044	-0.116	0.008	0.071	0.039	0.171	0.147	-0.176	1.000	0.380	0.060	-0.005	-0.052	-0.177	0.031	0.013	0.019	-0.056	0.055	-0.007	-0.008	-0.014	0.032	-0.005	0.000	0.000	0.000	0.000	0.000	0.131	0.000
ihc_tau2_ffpe_TCx	0.265	-0.173	-0.081	-0.220	0.370	0.144	0.162	0.101	0.255	0.144	-0.000	0.409	0.415	-0.179	0.569	0.591	0.375	-0.056	0.380	1.000	-0.142	-0.102	-0.061	0.001	-0.027	0.082	0.019	0.123	0.038	0.096	-0.311	0.108	-0.060	-0.126	0.000	0.341	0.228	0.000	0.277	0.056	0.232
il_10_pg_per_mg_TCx	-0.122	0.271	0.069	0.096	-0.125	0.207	0.064	0.099	0.094	0.207	0.368	-0.015	-0.186	-0.132	-0.161	-0.039	-0.069	0.114	0.060	-0.142	1.000	0.473	0.376	0.056	0.293	0.333	0.347	0.221	0.214	0.160	0.408	-0.217	0.210	-0.038	0.073	0.000	0.060	0.000	0.000	0.000	0.282
il_4_pg_per_mg_TCx	-0.100	0.028	0.000	-0.089	0.016	0.234	0.005	0.162	0.015	0.234	0.331	-0.052	-0.122	-0.211	-0.187	0.011	-0.084	0.106	-0.005	-0.102	0.473	1.000	0.216	0.121	0.309	0.151	0.416	0.226	0.213	0.211	0.486	-0.101	0.402	-0.035	0.000	0.000	0.162	0.356	0.000	0.000	0.123
il_6_pg_per_mg_TCx	-0.070	0.081	-0.062	-0.049	0.035	0.215	0.275	0.287	0.368	0.215	0.328	0.155	0.157	-0.060	0.041	0.066	0.035	0.309	-0.052	-0.061	0.376	0.216	1.000	0.376	0.222	0.710	0.398	0.231	0.189	0.319	0.316	0.075	0.251	0.021	0.148	0.138	0.000	0.000	0.091	0.000	0.021
il_7_pg_per_mg_TCx	0.152	0.025	-0.028	-0.165	0.131	0.130	0.077	0.207	0.267	0.130	0.325	-0.018	0.081	-0.207	-0.014	0.107	0.044	0.224	-0.177	0.001	0.056	0.121	0.376	1.000	0.105	0.483	0.246	0.224	0.046	0.243	0.174	0.305	0.611	-0.029	0.000	0.000	0.045	0.183	0.039	0.257	0.096
isoprostane_pg_per_mg_TCx	-0.060	0.001	0.033	0.071	-0.004	0.164	0.099	0.236	0.152	0.164	0.251	-0.082	-0.149	-0.292	-0.108	0.087	-0.041	0.212	0.031	-0.027	0.293	0.309	0.222	0.105	1.000	-0.008	0.241	0.221	0.233	0.202	0.372	-0.097	0.287	-0.015	0.173	0.000	0.000	0.172	0.000	0.117	0.221
mcp_1_pg_per_mg_TCx	-0.118	0.185	0.039	-0.076	0.107	0.269	0.271	0.240	0.348	0.269	0.388	0.127	0.161	-0.109	0.103	0.098	0.041	0.214	0.013	0.082	0.333	0.151	0.710	0.483	-0.008	1.000	0.438	0.251	0.160	0.405	0.194	0.236	0.290	-0.042	0.000	0.000	0.000	0.000	0.000	0.000	0.216
mip_1a_pg_per_mg_TCx	-0.084	0.131	-0.141	-0.142	-0.015	0.348	0.360	0.267	0.259	0.348	0.701	0.045	-0.038	-0.195	-0.002	0.168	-0.133	0.076	0.019	0.019	0.347	0.416	0.398	0.246	0.241	0.438	1.000	0.227	0.272	0.859	0.363	0.122	0.294	0.062	0.000	0.000	0.039	0.000	0.000	0.000	0.000
ptau_ng_per_mg_TCx	-0.032	0.169	-0.028	-0.064	0.302	0.279	0.487	0.294	0.438	0.279	0.256	0.408	0.242	-0.282	0.286	0.319	0.095	0.003	-0.056	0.123	0.221	0.226	0.231	0.224	0.221	0.251	0.227	1.000	0.809	0.169	0.210	0.139	0.267	0.027	0.000	0.360	0.112	0.000	0.306	0.000	0.204
ptau_over_tau_ratio_TCx	-0.086	0.241	-0.026	0.017	0.152	0.293	0.618	0.430	0.399	0.293	0.252	0.307	0.155	-0.199	0.180	0.248	0.060	-0.001	0.055	0.038	0.214	0.213	0.189	0.046	0.233	0.160	0.272	0.809	1.000	0.212	0.364	0.147	0.215	0.088	0.084	0.314	0.082	0.000	0.239	0.000	0.153
rantes_pg_per_mg_TCx	-0.117	0.116	-0.109	-0.219	0.047	0.416	0.390	0.238	0.238	0.416	0.639	0.040	-0.036	-0.206	0.105	0.182	-0.120	0.013	-0.007	0.096	0.160	0.211	0.319	0.243	0.202	0.405	0.859	0.169	0.212	1.000	0.276	0.302	0.219	0.054	0.076	0.143	0.000	0.000	0.000	0.000	0.123
tau_ng_per_mg_TCx	-0.291	0.068	-0.071	0.018	-0.223	0.221	0.304	0.513	0.227	0.221	0.356	-0.094	-0.134	-0.149	-0.285	-0.136	-0.134	0.006	-0.008	-0.311	0.408	0.486	0.316	0.174	0.372	0.194	0.363	0.210	0.364	0.276	1.000	-0.082	0.350	0.148	0.114	0.343	0.033	0.000	0.226	0.108	0.000
tnf_a_pg_per_mg_TCx	0.037	0.037	0.083	-0.150	0.110	0.221	0.230	0.198	0.213	0.221	0.191	0.081	0.107	0.008	0.143	0.014	-0.035	-0.032	-0.014	0.108	-0.217	-0.101	0.075	0.305	-0.097	0.236	0.122	0.139	0.147	0.302	-0.082	1.000	0.252	-0.004	0.000	0.165	0.033	0.000	0.249	0.096	0.000
vegf_pg_per_mg_TCx	0.077	0.059	0.002	-0.214	0.015	0.208	0.115	0.307	0.171	0.208	0.325	-0.077	-0.046	-0.187	-0.153	0.072	0.029	0.086	0.032	-0.060	0.210	0.402	0.251	0.611	0.287	0.290	0.294	0.267	0.215	0.219	0.350	0.252	1.000	-0.131	0.000	0.000	0.000	0.000	0.124	0.000	0.000
Weight	-0.274	0.078	-0.694	0.136	-0.146	0.136	0.064	0.170	0.013	0.136	0.131	-0.048	-0.071	0.121	-0.099	-0.115	-0.037	0.018	-0.005	-0.126	-0.038	-0.035	0.021	-0.029	-0.015	-0.042	0.062	0.027	0.088	0.054	0.148	-0.004	-0.131	1.000	0.247	0.000	0.000	0.280	0.320	0.601	0.000
sex	0.278	0.222	0.336	0.390	0.290	0.000	0.000	0.000	0.089	0.000	0.000	0.000	0.100	0.000	0.159	0.175	0.000	0.249	0.000	0.000	0.073	0.000	0.148	0.000	0.173	0.000	0.000	0.000	0.084	0.076	0.114	0.000	0.000	0.247	1.000	0.000	0.000	0.151	0.000	0.000	0.000
apo_e4_allele	0.315	0.000	0.000	0.196	0.259	0.268	0.313	0.152	0.000	0.268	0.155	0.223	0.243	0.000	0.374	0.473	0.219	0.000	0.000	0.341	0.000	0.000	0.138	0.000	0.000	0.000	0.000	0.360	0.314	0.143	0.343	0.165	0.000	0.000	0.000	1.000	0.000	0.000	0.161	0.000	0.127
cerad	0.236	0.299	0.197	0.000	0.363	0.000	0.000	0.134	0.367	0.000	0.049	0.435	0.360	0.148	0.292	0.263	0.000	0.000	0.000	0.228	0.060	0.162	0.000	0.045	0.000	0.000	0.039	0.112	0.082	0.000	0.033	0.033	0.000	0.000	0.000	0.000	1.000	0.000	0.334	0.000	0.706
num_tbi_w_loc	0.000	0.000	0.534	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.129	0.000	0.186	0.000	0.000	0.000	0.356	0.000	0.183	0.172	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.280	0.151	0.000	0.000	1.000	0.000	0.990	0.000
nincds_arda_diagnosis	0.000	0.171	0.000	0.000	0.321	0.000	0.145	0.059	0.243	0.000	0.164	0.235	0.195	0.000	0.305	0.405	0.179	0.000	0.000	0.277	0.000	0.000	0.091	0.039	0.000	0.000	0.000	0.306	0.239	0.000	0.226	0.249	0.124	0.320	0.000	0.161	0.334	0.000	1.000	0.000	0.319
ever_tbi_w_loc	0.000	0.000	0.901	0.000	0.000	0.000	0.000	0.000	0.246	0.000	0.148	0.226	0.078	0.000	0.289	0.168	0.140	0.378	0.131	0.056	0.000	0.000	0.000	0.257	0.117	0.000	0.000	0.000	0.000	0.000	0.108	0.096	0.000	0.601	0.000	0.000	0.000	0.990	0.000	1.000	0.000
nia_reagan	0.149	0.262	0.231	0.111	0.618	0.000	0.000	0.000	0.341	0.000	0.091	0.360	0.318	0.162	0.294	0.316	0.247	0.121	0.000	0.232	0.282	0.123	0.021	0.096	0.221	0.216	0.000	0.204	0.153	0.123	0.000	0.000	0.000	0.000	0.000	0.127	0.706	0.000	0.319	0.000	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	age	sex	apo_e4_allele	education_years	age_at_first_tbi	cerad	num_tbi_w_loc	control_set	nincds_arda_diagnosis	ever_tbi_w_loc	braak	nia_reagan	a_syn_pg_per_mg_TCx	ab40_pg_per_mg_TCx	ab42_over_ab40_ratio_TCx	ab42_pg_per_mg_TCx	bdnf_pg_per_mg_TCx	ifn_g_pg_per_mg_TCx	ihc_a_beta_TCx	ihc_a_beta_ffpe_TCx	ihc_a_syn_TCx	ihc_at8_TCx	ihc_at8_ffpe_TCx	ihc_gfap_ffpe_TCx	ihc_iba1_ffpe_TCx	ihc_ptdp_43_ffpe_TCx	ihc_tau2_ffpe_TCx	il_10_pg_per_mg_TCx	il_4_pg_per_mg_TCx	il_6_pg_per_mg_TCx	il_7_pg_per_mg_TCx	isoprostane_pg_per_mg_TCx	mcp_1_pg_per_mg_TCx	mip_1a_pg_per_mg_TCx	ptau_ng_per_mg_TCx	ptau_over_tau_ratio_TCx	rantes_pg_per_mg_TCx	tau_ng_per_mg_TCx	tnf_a_pg_per_mg_TCx	vegf_pg_per_mg_TCx	Weight
0	9	1	0.0	16	0	0	0	31	0	0	1	1	0.180000	0.157781	27.658229	4.363950	0.180000	0.84	0.001810	0.006379	0.000056	0.000061	0.001854	0.000000	0.025448	0.001987	0.003677	0.12	1.60	0.94	11.00	2.664223	18.68	15.38	0.121403	0.072753	81.88	1.668690	0.80	1.64	47.75
1	13	1	0.0	17	12	2	1	26	0	1	5	2	0.570000	2.165800	211.125225	457.255013	0.570000	0.06	0.055102	0.030330	0.000093	0.009599	0.026569	0.041647	0.050715	0.001137	0.006103	0.32	0.00	2.70	23.90	0.000000	30.94	5.32	1.355935	0.923870	19.10	1.467668	1.14	2.08	11.54
2	12	0	0.0	11	87	0	1	52	0	1	4	0	0.024418	0.493675	0.479263	0.236600	0.024418	1.64	0.009037	0.011834	0.000046	0.000054	0.003760	0.022866	0.086925	0.000881	0.000965	3.19	2.86	1.15	15.00	4.945019	17.59	14.78	2.262960	1.431837	62.78	1.580459	1.62	1.87	17.31
3	14	1	1.0	16	0	3	0	28	1	0	4	2	0.090000	1.264900	290.443666	367.382194	0.090000	0.06	0.032829	0.032423	0.000062	0.001401	0.023869	0.030665	0.057374	0.002607	0.004301	0.00	0.00	0.32	14.82	2.345858	18.78	4.04	0.703624	0.528337	18.80	1.331770	1.98	2.08	12.31
4	13	0	0.0	18	0	2	0	1	0	0	3	2	0.080000	1.048781	416.207920	436.511062	0.080000	1.40	0.052053	0.016880	0.000152	0.000133	0.005798	0.017106	0.058466	0.001529	0.002406	0.30	1.38	1.94	18.36	2.311439	17.34	19.92	0.394605	0.243792	151.72	1.618609	0.00	1.92	84.16
5	1	1	0.0	18	0	1	0	46	0	0	2	1	0.020000	1.429312	200.243211	286.210125	0.020000	0.60	0.025559	0.011338	0.000465	0.000036	0.003324	0.035767	0.088384	0.001297	0.001343	0.48	2.68	65.68	12.86	2.426602	52.94	11.90	1.583081	0.931572	10.04	1.699365	0.00	6.32	179.70
6	11	0	0.0	16	6	1	1	22	1	1	2	1	0.020000	0.464062	0.016673	0.007737	0.020000	0.14	0.005479	0.004572	0.000047	0.001884	0.012618	0.037014	0.058480	0.001170	0.001360	0.18	0.86	1.46	15.72	3.493877	6.00	7.52	1.882106	1.054161	15.00	1.785406	0.00	4.74	8.81
7	13	1	0.0	16	0	0	0	26	0	0	2	1	0.080000	0.191100	1.852041	0.353925	0.080000	0.06	0.003841	0.001762	0.000058	0.000129	0.003695	0.021905	0.072155	0.001823	0.002700	0.10	1.86	0.92	19.90	2.326900	13.82	15.64	0.892514	0.897265	21.00	0.994706	7.02	2.62	35.33
8	12	0	0.0	14	0	0	0	16	0	0	3	1	0.120000	0.564200	0.513249	0.289575	0.120000	0.56	0.000657	0.008169	0.000186	0.000385	0.003531	0.022028	0.046116	0.002733	0.003852	0.10	0.00	0.32	10.48	2.260704	10.04	2.92	0.546749	0.370911	27.42	1.474071	2.00	0.86	69.65
9	5	0	0.0	13	33	2	1	55	1	1	4	2	0.065562	0.721525	608.765393	439.239450	0.065562	0.67	0.002917	0.012218	0.000304	0.000182	0.004496	0.033162	0.090356	0.001386	0.001254	0.32	0.54	4.71	14.08	3.969056	42.81	11.48	0.665759	0.394861	55.03	1.686060	0.67	0.00	9.69

	age	sex	apo_e4_allele	education_years	age_at_first_tbi	cerad	num_tbi_w_loc	control_set	nincds_arda_diagnosis	ever_tbi_w_loc	braak	nia_reagan	a_syn_pg_per_mg_TCx	ab40_pg_per_mg_TCx	ab42_over_ab40_ratio_TCx	ab42_pg_per_mg_TCx	bdnf_pg_per_mg_TCx	ifn_g_pg_per_mg_TCx	ihc_a_beta_TCx	ihc_a_beta_ffpe_TCx	ihc_a_syn_TCx	ihc_at8_TCx	ihc_at8_ffpe_TCx	ihc_gfap_ffpe_TCx	ihc_iba1_ffpe_TCx	ihc_ptdp_43_ffpe_TCx	ihc_tau2_ffpe_TCx	il_10_pg_per_mg_TCx	il_1b_pg_per_mg_TCx	il_4_pg_per_mg_TCx	il_6_pg_per_mg_TCx	il_7_pg_per_mg_TCx	isoprostane_pg_per_mg_TCx	mcp_1_pg_per_mg_TCx	mip_1a_pg_per_mg_TCx	ptau_ng_per_mg_TCx	ptau_over_tau_ratio_TCx	rantes_pg_per_mg_TCx	tau_ng_per_mg_TCx	tnf_a_pg_per_mg_TCx	vegf_pg_per_mg_TCx	Weight
89	1	0	0.0	14	0	1	0	30	0	0	2	1	0.08	0.621844	0.236414	0.147012	0.08	1.40	0.005764	0.009115	0.000040	0.000080	0.002748	0.028416	0.061512	0.001175	0.001156	0.18	0.0	0.86	6.76	20.58	2.544258	38.74	18.88	0.607912	0.358065	153.78	1.697771	0.00	1.54	232.77
90	1	0	0.0	6	56	3	1	30	1	1	6	3	0.23	1.556100	253.630639	394.674638	0.23	0.06	0.067468	0.029237	0.000163	0.099307	0.038064	0.023494	0.045737	0.002372	0.011573	0.00	0.0	0.22	0.32	1.12	2.427395	18.74	5.90	3.950237	3.711872	30.10	1.064217	2.00	0.00	63.18
91	1	1	0.0	21	12	0	1	41	0	1	0	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	16.97
92	12	1	0.0	12	0	2	0	23	1	0	2	1	0.07	0.491906	940.206772	462.493587	0.07	0.90	0.013747	0.021083	0.000772	0.000143	0.005164	0.041226	0.068245	0.003110	0.003141	0.34	0.0	4.84	2.20	12.96	2.958729	19.98	11.02	0.816018	0.472463	14.96	1.727160	0.04	3.52	24.39
93	3	1	1.0	21	0	2	0	36	0	0	3	2	0.24	213.171750	1.577578	336.294962	0.24	0.44	0.022762	0.014819	0.000052	0.000182	0.006131	0.010898	0.064075	0.000828	0.002384	0.10	0.0	0.84	0.74	11.90	3.693688	10.44	17.06	0.905860	0.562911	98.00	1.609242	0.00	1.14	81.22
94	10	1	0.0	12	18	0	1	21	1	1	1	1	0.00	0.000000	0.000000	0.000000	0.00	0.00	0.008659	0.009562	0.000415	0.000243	0.001878	0.022728	0.041575	0.001907	0.003366	0.00	0.0	0.00	0.00	0.00	0.000000	0.00	0.00	0.000000	0.000000	0.00	0.000000	0.00	0.00	5.66
95	6	1	0.0	16	23	0	2	40	1	1	0	0	0.04	0.491906	0.298863	0.147012	0.04	0.36	0.001745	0.003522	0.000053	0.000054	0.004820	0.000000	0.020156	0.002206	0.002819	0.18	0.0	2.68	0.94	10.78	2.770182	18.00	10.56	1.255992	0.782704	41.00	1.604684	0.00	2.18	4.07
96	2	1	0.0	16	13	2	3	44	0	1	3	2	0.07	0.315563	21.945138	6.925063	0.07	0.00	0.003552	0.016943	0.000031	0.000092	0.017452	0.023026	0.064076	0.001994	0.002161	0.12	0.0	3.58	1.30	11.88	2.640173	23.16	8.16	0.872147	0.479380	26.12	1.819324	0.00	5.54	11.36
97	13	1	0.0	21	18	1	1	12	0	1	3	1	0.38	0.709800	621.832418	441.376650	0.38	0.48	0.012247	0.016904	0.000068	0.000075	0.003787	0.022013	0.046264	0.004622	0.002708	0.12	0.0	0.00	5.98	14.76	3.658260	19.36	15.82	0.677478	0.452554	72.76	1.497012	0.00	1.86	11.54
98	12	0	1.0	14	3	1	2	16	1	1	5	2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	8.81

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block